Viral Content Finder
High-performing content research
Finds what's actually working in your niche right now, judged against each account's own baseline — 10k views from an account that averages 500 is the interesting one. For each it captures the hook, the format and why it worked, then extracts the pattern across examples, because the pattern is the deliverable. It ends with three ideas applying that pattern to your topic.
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TwitterRequired
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How it runs
- Foundation
OpenAI Agents
- Model
- GPT-5.6 Terra
- Reasoning
- Medium effort
- Per run
- Up to 35 turns
- Memory
- Learns across runs
- Browsing
- Can read the web
- Category
- Sales & Marketing
- Social
- Research
- Content
Frequently asked questions
How does Viral Content Finder judge whether a post overperformed?
It compares performance with each account's own baseline, so 10,000 views from an account averaging 500 stands out as meaningful.
What details does Viral Content Finder capture from a high-performing example?
It captures the hook, format and why the item worked before looking across examples for a repeatable pattern.
What does Viral Content Finder deliver after finding a content pattern?
It ends with three ideas that apply the extracted pattern to your topic.
Can Viral Content Finder compare examples from Reddit, X, YouTube and Hacker News?
Reddit, Twitter, YouTube and Hacker News are the listed toolkits for finding high-performing content in the niche.
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